Zhongwang Zhang

According to our database, Zhongwang Zhang authored at least 31 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Complexity Control Facilitates Reasoning-Based Compositional Generalization in Transformers.

Zhongwang Zhang, Pengxiao Lin, Zhiwei Wang, Yaoyu Zhang, Zhi-Qin John Xu

IEEE Trans. Pattern Anal. Mach. Intell., April, 2026

Nested Browser-Use Learning for Agentic Information Seeking.

Baixuan Li, Jialong Wu, Wenbiao Yin, Kuan Li, Zhongwang Zhang, Huifeng Yin, Zhengwei Tao, Liwen Zhang, Pengjun Xie, Jingren Zhou, Yong Jiang, Wentao Zhang, Zhiqiang Gao

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

2025

Nested Browser-Use Learning for Agentic Information Seeking.

Baixuan Li, Jialong Wu, Wenbiao Yin, Kuan Li, Zhongwang Zhang, Huifeng Yin, Zhengwei Tao, Liwen Zhang, Pengjun Xie, Jingren Zhou, Yong Jiang

CoRR, December, 2025

Tongyi DeepResearch Technical Report.

Baixuan Li, Bo Zhang, Dingchu Zhang, Fei Huang, Guangyu Li, Guoxin Chen, Huifeng Yin, Jialong Wu, Jingren Zhou, Kuan Li, Liangcai Su, Litu Ou, Liwen Zhang, Pengjun Xie, Rui Ye, Wenbiao Yin, Xinmiao Yu, Xinyu Wang, Xixi Wu, Xuanzhong Chen, Yida Zhao, Zhen Zhang, Zhengwei Tao, Zhongwang Zhang, Zile Qiao, Chenxi Wang, Donglei Yu, Gang Fu, Haiyang Shen, Jiayin Yang, Jun Lin, Junkai Zhang, Kui Zeng, Li Yang, Hailong Yin, Maojia Song, Ming Yan, Peng Xia, Qian Xiao, Rui Min, Ruixue Ding, Runnan Fang, Shaowei Chen, Shen Huang, Shihang Wang, Shihao Cai, Weizhou Shen, Xiaobin Wang, Xin Guan, Xinyu Geng, Yingcheng Shi, Yuning Wu, Zhuo Chen, Zijian Li, Yong Jiang

CoRR, October, 2025

AgentFold: Long-Horizon Web Agents with Proactive Context Management.

Rui Ye, Zhongwang Zhang, Kuan Li, Huifeng Yin, Zhengwei Tao, Yida Zhao, Liangcai Su, Liwen Zhang, Zile Qiao, Xinyu Wang, Pengjun Xie, Fei Huang, Siheng Chen, Jingren Zhou, Yong Jiang

CoRR, October, 2025

WebLeaper: Empowering Efficiency and Efficacy in WebAgent via Enabling Info-Rich Seeking.

Zhengwei Tao, Haiyang Shen, Baixuan Li, Wenbiao Yin, Jialong Wu, Kuan Li, Zhongwang Zhang, Huifeng Yin, Rui Ye, Liwen Zhang, Xinyu Wang, Pengjun Xie, Jingren Zhou, Yong Jiang

CoRR, October, 2025

BrowseConf: Confidence-Guided Test-Time Scaling for Web Agents.

Litu Ou, Kuan Li, Huifeng Yin, Liwen Zhang, Zhongwang Zhang, Xixi Wu, Rui Ye, Zile Qiao, Pengjun Xie, Jingren Zhou, Yong Jiang

CoRR, October, 2025

ReSum: Unlocking Long-Horizon Search Intelligence via Context Summarization.

Xixi Wu, Kuan Li, Yida Zhao, Liwen Zhang, Litu Ou, Huifeng Yin, Zhongwang Zhang, Yong Jiang, Pengjun Xie, Fei Huang, Minhao Cheng, Shuai Wang, Hong Cheng, Jingren Zhou

CoRR, September, 2025

Scaling Agents via Continual Pre-training.

Liangcai Su, Zhen Zhang, Guangyu Li, Zhuo Chen, Chenxi Wang, Maojia Song, Xinyu Wang, Kuan Li, Jialong Wu, Xuanzhong Chen, Zile Qiao, Zhongwang Zhang, Huifeng Yin, Shihao Cai, Runnan Fang, Zhengwei Tao, Wenbiao Yin, Chenxiong Qian, Yong Jiang, Pengjun Xie, Fei Huang, Jingren Zhou

CoRR, September, 2025

WebSailor-V2: Bridging the Chasm to Proprietary Agents via Synthetic Data and Scalable Reinforcement Learning.

Kuan Li, Zhongwang Zhang, Huifeng Yin, Rui Ye, Yida Zhao, Liwen Zhang, Litu Ou, Dingchu Zhang, Xixi Wu, Jialong Wu, Xinyu Wang, Zile Qiao, Zhen Zhang, Yong Jiang, Pengjun Xie, Fei Huang, Jingren Zhou

CoRR, September, 2025

WebSailor: Navigating Super-human Reasoning for Web Agent.

Kuan Li, Zhongwang Zhang, Huifeng Yin, Liwen Zhang, Litu Ou, Jialong Wu, Wenbiao Yin, Baixuan Li, Zhengwei Tao, Xinyu Wang, Weizhou Shen, Junkai Zhang, Dingchu Zhang, Xixi Wu, Yong Jiang, Ming Yan, Pengjun Xie, Fei Huang, Jingren Zhou

CoRR, July, 2025

Scalable Complexity Control Facilitates Reasoning Ability of LLMs.

Liangkai Hang, Junjie Yao, Zhiwei Bai, Tianyi Chen, Yang Chen, Rongjie Diao, Hezhou Li, Pengxiao Lin, Zhiwei Wang, Cheng Xu, Zhongwang Zhang, Zhangchen Zhou, Zhiyu Li, Zehao Lin, Kai Chen, Feiyu Xiong, Yaoyu Zhang, Weinan E, Hongkang Yang, Zhi-Qin John Xu

CoRR, May, 2025

Reasoning Bias of Next Token Prediction Training.

Pengxiao Lin, Zhongwang Zhang, Zhi-Qin John Xu

CoRR, February, 2025

Local Linear Recovery Guarantee of Deep Neural Networks at Overparameterization.

Yaoyu Zhang, Leyang Zhang, Zhongwang Zhang, Zhiwei Bai

J. Mach. Learn. Res., 2025

An Analysis for Reasoning Bias of Language Models with Small Initialization.

Junjie Yao, Zhongwang Zhang, Zhi-Qin John Xu

Proceedings of the Forty-second International Conference on Machine Learning, 2025

Understanding the Language Model to Solve the Symbolic Multi-Step Reasoning Problem from the Perspective of Buffer Mechanism.

Zhiwei Wang, Yunji Wang, Zhongwang Zhang, Zhangchen Zhou, Hui Jin, Tianyang Hu, Jiacheng Sun, Zhenguo Li, Yaoyu Zhang, Zhi-Qin John Xu

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

2024

Implicit Regularization of Dropout.

Zhongwang Zhang, Zhi-Qin John Xu

IEEE Trans. Pattern Anal. Mach. Intell., June, 2024

Towards Understanding How Transformer Perform Multi-step Reasoning with Matching Operation.

Zhiwei Wang, Yunji Wang, Zhongwang Zhang, Zhangchen Zhou, Hui Jin, Tianyang Hu, Jiacheng Sun, Zhenguo Li, Yaoyu Zhang, Zhi-Qin John Xu

CoRR, 2024

Initialization is Critical to Whether Transformers Fit Composite Functions by Inference or Memorizing.

Zhongwang Zhang, Pengxiao Lin, Zhiwei Wang, Yaoyu Zhang, Zhi-Qin John Xu

CoRR, 2024

Loss Jump During Loss Switch in Solving PDEs with Neural Networks.

Zhiwei Wang, Lulu Zhang, Zhongwang Zhang, Zhi-Qin John Xu

CoRR, 2024

Anchor function: a type of benchmark functions for studying language models.

Zhongwang Zhang, Zhiwei Wang, Junjie Yao, Zhangchen Zhou, Xiaolong Li, Weinan E, Zhi-Qin John Xu

CoRR, 2024

Initialization is Critical to Whether Transformers Fit Composite Functions by Reasoning or Memorizing.

Zhongwang Zhang, Pengxiao Lin, Zhiwei Wang, Yaoyu Zhang, Zhi-Qin John Xu

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Stochastic Modified Equations and Dynamics of Dropout Algorithm.

Zhongwang Zhang, Yuqing Li, Tao Luo, Zhi-Qin John Xu

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Optimistic Estimate Uncovers the Potential of Nonlinear Models.

Yaoyu Zhang, Zhongwang Zhang, Leyang Zhang, Zhiwei Bai, Tao Luo, Zhi-Qin John Xu

CoRR, 2023

Loss Spike in Training Neural Networks.

Zhongwang Zhang, Zhi-Qin John Xu

CoRR, 2023

2022

Linear Stability Hypothesis and Rank Stratification for Nonlinear Models.

Yaoyu Zhang, Zhongwang Zhang, Leyang Zhang, Zhiwei Bai, Tao Luo, Zhi-Qin John Xu

CoRR, 2022

RETSR: An Effective Review-Enhanced and Time-Aware Sequential Recommendation Framework.

Weijin Wang, Jin Li, Yilei Wang, Zhongwang Zhang

Proceedings of the 34th IEEE International Conference on Tools with Artificial Intelligence, 2022

2021

Embedding Principle: a hierarchical structure of loss landscape of deep neural networks.

Yaoyu Zhang, Yuqing Li, Zhongwang Zhang, Tao Luo, Zhi-Qin John Xu

CoRR, 2021

A variance principle explains why dropout finds flatter minima.

Zhongwang Zhang, Hanxu Zhou, Zhi-Qin John Xu

CoRR, 2021

Embedding Principle of Loss Landscape of Deep Neural Networks.

Yaoyu Zhang, Zhongwang Zhang, Tao Luo, Zhi-Qin John Xu

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

A Distributed Reservation and Contention Combined TDMA Protocol for Wireless Avionics Intra-communication Networks.

Xueli Zheng, Zhongwang Zhang, Xinyang Yan, Zhongjiang Yan, Mao Yang, Bo Li

Proceedings of the IoT as a Service - 6th EAI International Conference, 2020